Fangjun Kuang
Committed by GitHub

Begin to add node-addon-api for sherpa-onnx (#826)

name: test-node-addon-api
on:
push:
branches:
- master
paths:
- '.github/workflows/test-node-addon-api.yaml'
- 'CMakeLists.txt'
- 'cmake/**'
- 'sherpa-onnx/csrc/*'
- 'sherpa-onnx/c-api/*'
- 'scripts/node-addon-api/**'
pull_request:
branches:
- master
paths:
- '.github/workflows/test-node-addon-api.yaml'
- 'CMakeLists.txt'
- 'cmake/**'
- 'sherpa-onnx/csrc/*'
- 'sherpa-onnx/c-api/*'
- 'scripts/node-addon-api/**'
workflow_dispatch:
concurrency:
group: test-node-addon-api-${{ github.ref }}
cancel-in-progress: true
permissions:
contents: read
jobs:
test-node-addon-api:
name: ${{ matrix.os }}
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [macos-latest, macos-14]
python-version: ["3.8"]
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Setup Python ${{ matrix.python-version }}
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- uses: actions/setup-node@v4
with:
registry-url: 'https://registry.npmjs.org'
- name: Display node version
shell: bash
run: |
node --version
- name: ccache
uses: hendrikmuhs/ccache-action@v1.2
with:
key: ${{ matrix.os }}-release-shared
- name: Build sherpa-onnx
shell: bash
run: |
mkdir build
cd build
cmake -DCMAKE_INSTALL_PREFIX=/tmp/sherpa-onnx -DBUILD_SHARED_LIBS=ON ..
make -j
make install
- name: Build node-addon-api package
shell: bash
run: |
cd scripts/node-addon-api
export PKG_CONFIG_PATH=/tmp/sherpa-onnx:$PKG_CONFIG_PATH
ls -lh /tmp/sherpa-onnx
pkg-config --cflags sherpa-onnx
pkg-config --libs sherpa-onnx
a=$(pkg-config --cflags sherpa-onnx);a=${a:2};echo $a
npm i
./node_modules/.bin/node-gyp configure build --verbose
- name: Test streaming transducer
shell: bash
run: |
cd scripts/node-addon-api
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20.tar.bz2
tar xvf sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20.tar.bz2
rm sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20.tar.bz2
node test/test_asr_streaming_transducer.js
rm -rf sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20
... ...
... ... @@ -102,3 +102,5 @@ sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01
*.tar.bz2
*.zip
sherpa-onnx-ced-*
node_modules
package-lock.json
... ...
# Introduction
This folder contains `node-addon-api` wrapper for `sherpa-onnx`.
... ...
{
'targets': [
{
'target_name': 'sherpa-onnx-node-addon-api-native',
'sources': [
'src/sherpa-onnx-node-addon-api.cc',
'src/streaming-asr.cc',
'src/wave-reader.cc'
],
'include_dirs': [
"<!@(node -p \"require('node-addon-api').include\")",
"<!@(a=$(pkg-config --cflags sherpa-onnx);echo ${a:2})"
],
'dependencies': ["<!(node -p \"require('node-addon-api').gyp\")"],
'cflags!': [
'-fno-exceptions',
],
'cflags_cc!': [
'-fno-exceptions',
'-std=c++17'
],
'libraries': [
"<!@(pkg-config --libs sherpa-onnx)"
],
'xcode_settings': {
'GCC_ENABLE_CPP_EXCEPTIONS': 'YES',
'CLANG_CXX_LIBRARY': 'libc++',
'MACOSX_DEPLOYMENT_TARGET': '10.7'
},
'msvs_settings': {
'VCCLCompilerTool': { 'ExceptionHandling': 1 },
}
}
]
}
... ...
const addon = require('bindings')('sherpa-onnx-node-addon-api-native');
const streaming_asr = require('./streaming-asr.js');
module.exports = {
OnlineRecognizer: streaming_asr.OnlineRecognizer,
readWave: addon.readWave,
}
... ...
const addon = require('bindings')('sherpa-onnx-node-addon-api-native');
class OnlineStream {
constructor(handle) {
this.handle = handle;
}
// samples is a float32 array containing samples in the range [-1, 1]
acceptWaveform(samples, sampleRate) {
addon.acceptWaveformOnline(
this.handle, {samples: samples, sampleRate: sampleRate})
}
}
class OnlineRecognizer {
constructor(config) {
this.handle = addon.createOnlineRecognizer(config);
}
createStream() {
const handle = addon.createOnlineStream(this.handle);
return new OnlineStream(handle);
}
isReady(stream) {
return addon.isOnlineStreamReady(this.handle, stream.handle);
}
decode(stream) {
addon.decodeOnlineStream(this.handle, stream.handle);
}
getResult(stream) {
const jsonStr =
addon.getOnlineStreamResultAsJson(this.handle, stream.handle);
return JSON.parse(jsonStr);
}
}
module.exports = {OnlineRecognizer}
... ...
{
"main": "lib/sherpa-onnx.js",
"version": "1.0.0",
"description": "Speech-to-text and text-to-speech using Next-gen Kaldi without internet connection",
"dependencies": {
"node-addon-api": "^1.1.0",
"bindings": "^1.5.0",
"node-gyp": "^10.1.0"
},
"scripts": {
"test": "node --napi-modules ./test/test_binding.js"
},
"repository": {
"type": "git",
"url": "git+https://github.com/k2-fsa/sherpa-onnx.git"
},
"keywords": [
"speech to text",
"text to speech",
"transcription",
"real-time speech recognition",
"without internet connection",
"embedded systems",
"open source",
"zipformer",
"asr",
"tts",
"stt",
"c++",
"onnxruntime",
"onnx",
"ai",
"next-gen kaldi",
"offline",
"privacy",
"open source",
"streaming speech recognition",
"speech",
"recognition",
"vad",
"node-addon-api",
"speaker id",
"language id"
],
"author": "The next-gen Kaldi team",
"license": "Apache-2.0",
"gypfile": true,
"name": "sherpa-onnx-node-addon-api",
"bugs": {
"url": "https://github.com/k2-fsa/sherpa-onnx/issues"
},
"homepage": "https://github.com/k2-fsa/sherpa-onnx#readme"
}
... ...
// scripts/node-addon-api/src/sherpa-onnx-node-addon-api.cc
//
// Copyright (c) 2024 Xiaomi Corporation
#include "napi.h" // NOLINT
Napi::Object InitStreamingAsr(Napi::Env env, Napi::Object exports);
void InitWaveReader(Napi::Env env, Napi::Object exports);
Napi::Object Init(Napi::Env env, Napi::Object exports) {
InitStreamingAsr(env, exports);
InitWaveReader(env, exports);
return exports;
}
NODE_API_MODULE(addon, Init)
... ...
// scripts/node-addon-api/src/streaming-asr.cc
//
// Copyright (c) 2024 Xiaomi Corporation
#include <sstream>
#include "napi.h" // NOLINT
#include "sherpa-onnx/c-api/c-api.h"
/*
{
'featConfig': {
'sampleRate': 16000,
'featureDim': 80,
}
};
*/
static SherpaOnnxFeatureConfig GetFeatureConfig(Napi::Object obj) {
SherpaOnnxFeatureConfig config;
memset(&config, 0, sizeof(config));
if (!obj.Has("featConfig") || !obj.Get("featConfig").IsObject()) {
return config;
}
Napi::Object featConfig = obj.Get("featConfig").As<Napi::Object>();
if (featConfig.Has("sampleRate") && featConfig.Get("sampleRate").IsNumber()) {
config.sample_rate =
featConfig.Get("sampleRate").As<Napi::Number>().Int32Value();
}
if (featConfig.Has("featureDim") && featConfig.Get("featureDim").IsNumber()) {
config.feature_dim =
featConfig.Get("featureDim").As<Napi::Number>().Int32Value();
}
return config;
}
/*
{
'transducer': {
'encoder': './encoder.onnx',
'decoder': './decoder.onnx',
'joiner': './joiner.onnx',
}
}
*/
static SherpaOnnxOnlineTransducerModelConfig GetOnlineTransducerModelConfig(
Napi::Object obj) {
SherpaOnnxOnlineTransducerModelConfig config;
memset(&config, 0, sizeof(config));
if (!obj.Has("transducer") || !obj.Get("transducer").IsObject()) {
return config;
}
Napi::Object o = obj.Get("transducer").As<Napi::Object>();
if (o.Has("encoder") && o.Get("encoder").IsString()) {
Napi::String encoder = o.Get("encoder").As<Napi::String>();
std::string s = encoder.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.encoder = p;
}
if (o.Has("decoder") && o.Get("decoder").IsString()) {
Napi::String decoder = o.Get("decoder").As<Napi::String>();
std::string s = decoder.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.decoder = p;
}
if (o.Has("joiner") && o.Get("joiner").IsString()) {
Napi::String joiner = o.Get("joiner").As<Napi::String>();
std::string s = joiner.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.joiner = p;
}
return config;
}
static SherpaOnnxOnlineModelConfig GetOnlineModelConfig(Napi::Object obj) {
SherpaOnnxOnlineModelConfig config;
memset(&config, 0, sizeof(config));
if (!obj.Has("modelConfig") || !obj.Get("modelConfig").IsObject()) {
return config;
}
Napi::Object o = obj.Get("modelConfig").As<Napi::Object>();
config.transducer = GetOnlineTransducerModelConfig(o);
if (o.Has("tokens") && o.Get("tokens").IsString()) {
Napi::String tokens = o.Get("tokens").As<Napi::String>();
std::string s = tokens.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.tokens = p;
}
if (o.Has("numThreads") && o.Get("numThreads").IsNumber()) {
config.num_threads = o.Get("numThreads").As<Napi::Number>().Int32Value();
}
if (o.Has("provider") && o.Get("provider").IsString()) {
Napi::String provider = o.Get("provider").As<Napi::String>();
std::string s = provider.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.provider = p;
}
if (o.Has("debug") && o.Get("debug").IsNumber()) {
config.debug = o.Get("debug").As<Napi::Number>().Int32Value();
}
if (o.Has("modelType") && o.Get("modelType").IsString()) {
Napi::String model_type = o.Get("modelType").As<Napi::String>();
std::string s = model_type.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.model_type = p;
}
return config;
}
static Napi::External<SherpaOnnxOnlineRecognizer> CreateOnlineRecognizerWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 1) {
std::ostringstream os;
os << "Expect only 1 argument. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsObject()) {
Napi::TypeError::New(env, "Expect an object as the argument")
.ThrowAsJavaScriptException();
return {};
}
Napi::Object config = info[0].As<Napi::Object>();
SherpaOnnxOnlineRecognizerConfig c;
memset(&c, 0, sizeof(c));
c.feat_config = GetFeatureConfig(config);
c.model_config = GetOnlineModelConfig(config);
#if 0
printf("encoder: %s\n", c.model_config.transducer.encoder
? c.model_config.transducer.encoder
: "no");
printf("decoder: %s\n", c.model_config.transducer.decoder
? c.model_config.transducer.decoder
: "no");
printf("joiner: %s\n", c.model_config.transducer.joiner
? c.model_config.transducer.joiner
: "no");
printf("tokens: %s\n", c.model_config.tokens ? c.model_config.tokens : "no");
printf("num_threads: %d\n", c.model_config.num_threads);
printf("provider: %s\n",
c.model_config.provider ? c.model_config.provider : "no");
printf("debug: %d\n", c.model_config.debug);
printf("model_type: %s\n",
c.model_config.model_type ? c.model_config.model_type : "no");
#endif
SherpaOnnxOnlineRecognizer *recognizer = CreateOnlineRecognizer(&c);
if (c.model_config.transducer.encoder) {
delete[] c.model_config.transducer.encoder;
}
if (c.model_config.transducer.decoder) {
delete[] c.model_config.transducer.decoder;
}
if (c.model_config.transducer.joiner) {
delete[] c.model_config.transducer.joiner;
}
if (c.model_config.tokens) {
delete[] c.model_config.tokens;
}
if (c.model_config.provider) {
delete[] c.model_config.provider;
}
if (c.model_config.model_type) {
delete[] c.model_config.model_type;
}
if (!recognizer) {
Napi::TypeError::New(env, "Please check your config!")
.ThrowAsJavaScriptException();
return {};
}
return Napi::External<SherpaOnnxOnlineRecognizer>::New(
env, recognizer,
[](Napi::Env env, SherpaOnnxOnlineRecognizer *recognizer) {
DestroyOnlineRecognizer(recognizer);
});
}
static Napi::External<SherpaOnnxOnlineStream> CreateOnlineStreamWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 1) {
std::ostringstream os;
os << "Expect only 1 argument. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(
env, "You should pass a recognizer pointer as the only argument")
.ThrowAsJavaScriptException();
return {};
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream = CreateOnlineStream(recognizer);
return Napi::External<SherpaOnnxOnlineStream>::New(
env, stream, [](Napi::Env env, SherpaOnnxOnlineStream *stream) {
DestroyOnlineStream(stream);
});
}
static void AcceptWaveformWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return;
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env, "Argument 0 should be a online stream pointer.")
.ThrowAsJavaScriptException();
return;
}
SherpaOnnxOnlineStream *stream =
info[0].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
if (!info[1].IsObject()) {
Napi::TypeError::New(env, "Argument 1 should be an object")
.ThrowAsJavaScriptException();
return;
}
Napi::Object obj = info[1].As<Napi::Object>();
if (!obj.Has("samples")) {
Napi::TypeError::New(env, "The argument object should have a field samples")
.ThrowAsJavaScriptException();
return;
}
if (!obj.Get("samples").IsTypedArray()) {
Napi::TypeError::New(env, "The object['samples'] should be a typed array")
.ThrowAsJavaScriptException();
return;
}
if (!obj.Has("sampleRate")) {
Napi::TypeError::New(env,
"The argument object should have a field sampleRate")
.ThrowAsJavaScriptException();
return;
}
if (!obj.Get("sampleRate").IsNumber()) {
Napi::TypeError::New(env, "The object['samples'] should be a number")
.ThrowAsJavaScriptException();
return;
}
Napi::Float32Array samples = obj.Get("samples").As<Napi::Float32Array>();
int32_t sample_rate = obj.Get("sampleRate").As<Napi::Number>().Int32Value();
AcceptWaveform(stream, sample_rate, samples.Data(), samples.ElementLength());
}
static Napi::Boolean IsOnlineStreamReadyWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be a online recognizer pointer.")
.ThrowAsJavaScriptException();
return {};
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env,
"Argument 1 should be a online recognizer pointer.")
.ThrowAsJavaScriptException();
return {};
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
int32_t is_ready = IsOnlineStreamReady(recognizer, stream);
return Napi::Boolean::New(env, is_ready);
}
static void DecodeOnlineStreamWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return;
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be a online recognizer pointer.")
.ThrowAsJavaScriptException();
return;
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env,
"Argument 1 should be a online recognizer pointer.")
.ThrowAsJavaScriptException();
return;
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
DecodeOnlineStream(recognizer, stream);
}
static Napi::String GetOnlineStreamResultAsJsonWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be a online recognizer pointer.")
.ThrowAsJavaScriptException();
return {};
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env,
"Argument 1 should be a online recognizer pointer.")
.ThrowAsJavaScriptException();
return {};
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
const char *json = GetOnlineStreamResultAsJson(recognizer, stream);
Napi::String s = Napi::String::New(env, json);
DestroyOnlineStreamResultJson(json);
return s;
}
void InitStreamingAsr(Napi::Env env, Napi::Object exports) {
exports.Set(Napi::String::New(env, "createOnlineRecognizer"),
Napi::Function::New(env, CreateOnlineRecognizerWrapper));
exports.Set(Napi::String::New(env, "createOnlineStream"),
Napi::Function::New(env, CreateOnlineStreamWrapper));
exports.Set(Napi::String::New(env, "acceptWaveformOnline"),
Napi::Function::New(env, AcceptWaveformWrapper));
exports.Set(Napi::String::New(env, "isOnlineStreamReady"),
Napi::Function::New(env, IsOnlineStreamReadyWrapper));
exports.Set(Napi::String::New(env, "decodeOnlineStream"),
Napi::Function::New(env, DecodeOnlineStreamWrapper));
exports.Set(Napi::String::New(env, "getOnlineStreamResultAsJson"),
Napi::Function::New(env, GetOnlineStreamResultAsJsonWrapper));
}
... ...
// scripts/node-addon-api/src/wave-reader.cc
//
// Copyright (c) 2024 Xiaomi Corporation
#include <sstream>
#include "napi.h" // NOLINT
#include "sherpa-onnx/c-api/c-api.h"
static Napi::Object ReadWaveWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 1) {
std::ostringstream os;
os << "Expect only 1 argument. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsString()) {
Napi::TypeError::New(env, "Argument should be a string")
.ThrowAsJavaScriptException();
return {};
}
std::string filename = info[0].As<Napi::String>().Utf8Value();
const SherpaOnnxWave *wave = SherpaOnnxReadWave(filename.c_str());
if (!wave) {
std::ostringstream os;
os << "Failed to read '" << filename << "'";
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
Napi::ArrayBuffer arrayBuffer = Napi::ArrayBuffer::New(
env, const_cast<float *>(wave->samples),
sizeof(float) * wave->num_samples,
[](Napi::Env /*env*/, void * /*data*/, const SherpaOnnxWave *hint) {
SherpaOnnxFreeWave(hint);
},
wave);
Napi::Float32Array float32Array =
Napi::Float32Array::New(env, wave->num_samples, arrayBuffer, 0);
Napi::Object obj = Napi::Object::New(env);
obj.Set(Napi::String::New(env, "samples"), float32Array);
obj.Set(Napi::String::New(env, "sampleRate"), wave->sample_rate);
return obj;
}
void InitWaveReader(Napi::Env env, Napi::Object exports) {
exports.Set(Napi::String::New(env, "readWave"),
Napi::Function::New(env, ReadWaveWrapper));
}
... ...
// Copyright (c) 2024 Xiaomi Corporation
const sherpa_onnx = require('../lib/sherpa-onnx.js');
const config = {
'featConfig': {
'sampleRate': 16000,
'featureDim': 80,
},
'modelConfig': {
'transducer': {
'encoder':
'./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/encoder-epoch-99-avg-1.onnx',
'decoder':
'./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/decoder-epoch-99-avg-1.onnx',
'joiner':
'./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/joiner-epoch-99-avg-1.onnx',
},
'tokens':
'./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/tokens.txt',
'numThreads': 2,
'provider': 'cpu',
'debug': 1,
'modelType': 'zipformer',
}
};
const waveFilename =
'./sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20/test_wavs/0.wav';
const recognizer = new sherpa_onnx.OnlineRecognizer(config);
console.log('Started')
let start = performance.now();
const stream = recognizer.createStream();
const wave = sherpa_onnx.readWave(waveFilename);
stream.acceptWaveform(wave.samples, wave.sampleRate);
const tailPadding = new Float32Array(wave.sampleRate * 0.4);
stream.acceptWaveform(tailPadding, wave.sampleRate);
while (recognizer.isReady(stream)) {
recognizer.decode(stream);
}
result = recognizer.getResult(stream)
let stop = performance.now();
console.log('Done')
const elapsed_seconds = (stop - start) / 1000;
const duration = wave.samples.length / wave.sampleRate;
const real_time_factor = elapsed_seconds / duration;
console.log('Wave duration', duration.toFixed(3), 'secodns')
console.log('Elapsed', elapsed_seconds.toFixed(3), 'secodns')
console.log('RTF', real_time_factor.toFixed(3))
console.log('result', result.text)
... ...
const sherpa_onnx = require('../lib/sherpa-onnx.js');
console.log(sherpa_onnx)
console.log('Tests passed- everything looks OK!');
... ...